## [1] "After population data extraction, 2 countries in master_data were not found in countries_population (and will be dropped):"
## [1] "Diamond Princess" "MS Zaandam"
Country Rankings
Totals
Top 20 Countries - Total Deaths
|
Country_Region
|
Deaths
|
|
United States
|
233717
|
|
Brazil
|
161106
|
|
India
|
124315
|
|
Mexico
|
93228
|
|
United Kingdom
|
47832
|
|
Italy
|
39764
|
|
France
|
38728
|
|
Spain
|
38118
|
|
Iran
|
36579
|
|
Peru
|
34671
|
|
Argentina
|
32520
|
|
Colombia
|
32013
|
|
Russia
|
28996
|
|
South Africa
|
19585
|
|
Chile
|
14340
|
|
Indonesia
|
14259
|
|
Ecuador
|
12704
|
|
Belgium
|
12331
|
|
Iraq
|
11128
|
|
Germany
|
10949
|
Top 20 Countries - Total Weighted Deaths per 1e+06 people
|
Country_Region
|
Weighted_Deaths
|
|
San Marino
|
1249
|
|
Belgium
|
1069
|
|
Peru
|
1063
|
|
Andorra
|
967
|
|
Spain
|
805
|
|
Brazil
|
759
|
|
Bolivia
|
753
|
|
Chile
|
737
|
|
Mexico
|
730
|
|
Ecuador
|
722
|
|
Argentina
|
717
|
|
United Kingdom
|
716
|
|
United States
|
707
|
|
Moldova
|
701
|
|
Italy
|
662
|
|
Panama
|
641
|
|
Colombia
|
636
|
|
Sweden
|
578
|
|
France
|
577
|
|
Montenegro
|
524
|
Increases
Top 20 Countries - Increase Deaths Avg per 1e+06 people
|
Country_Region
|
Increase_Deaths_Avg_Avg
|
|
United States
|
826.9
|
|
India
|
522.9
|
|
Mexico
|
427.4
|
|
Brazil
|
409.2
|
|
Iran
|
381.5
|
|
Argentina
|
340.1
|
|
France
|
325.5
|
|
Russia
|
307.3
|
|
United Kingdom
|
259.3
|
|
Italy
|
213.5
|
|
Spain
|
195.3
|
|
Poland
|
192.6
|
|
Colombia
|
186.6
|
|
Czech Republic
|
176.3
|
|
Ukraine
|
134.0
|
|
Belgium
|
133.4
|
|
Indonesia
|
95.3
|
|
Romania
|
95.3
|
|
Turkey
|
75.0
|
|
Germany
|
72.7
|
Top 20 Countries - Increase Confirmed Avg per 1e+04 people
|
Country_Region
|
Increase_Confirmed_Avg_Avg
|
|
United States
|
82303
|
|
India
|
46066
|
|
France
|
42041
|
|
Italy
|
25645
|
|
United Kingdom
|
22561
|
|
Brazil
|
21078
|
|
Spain
|
20109
|
|
Poland
|
17769
|
|
Russia
|
17292
|
|
Belgium
|
16517
|
|
Germany
|
15664
|
|
Czech Republic
|
11906
|
|
Argentina
|
11865
|
|
Netherlands
|
9624
|
|
Colombia
|
9416
|
|
Ukraine
|
7707
|
|
Switzerland
|
7487
|
|
Iran
|
7413
|
|
Mexico
|
5404
|
|
Romania
|
5390
|
Top 20 Countries - Increase Weighted Deaths Avg per 1e+06 people
|
Country_Region
|
Increase_Weighted_Deaths_Avg_Avg
|
|
Czech Republic
|
16.48
|
|
Belgium
|
11.56
|
|
Montenegro
|
9.91
|
|
Andorra
|
9.74
|
|
Armenia
|
8.64
|
|
Slovenia
|
8.33
|
|
Argentina
|
7.50
|
|
Bosnia and Herzegovina
|
7.13
|
|
North Macedonia
|
6.71
|
|
Moldova
|
6.32
|
|
Liechtenstein
|
5.79
|
|
Hungary
|
5.79
|
|
Tunisia
|
5.52
|
|
Poland
|
5.02
|
|
Romania
|
4.93
|
|
France
|
4.85
|
|
Croatia
|
4.66
|
|
Bahamas
|
4.56
|
|
Iran
|
4.55
|
|
Georgia
|
4.52
|
Top 20 Countries - Increase Weighted Confirmed Avg per 1e+04 people
|
Country_Region
|
Increase_Weighted_Confirmed_Avg_Avg
|
|
Belgium
|
14.31
|
|
Andorra
|
11.79
|
|
Czech Republic
|
11.13
|
|
Luxembourg
|
10.11
|
|
Switzerland
|
8.67
|
|
Slovenia
|
8.47
|
|
Liechtenstein
|
7.21
|
|
Armenia
|
6.92
|
|
France
|
6.26
|
|
Netherlands
|
5.49
|
|
Croatia
|
5.32
|
|
Montenegro
|
5.05
|
|
San Marino
|
4.93
|
|
Georgia
|
4.82
|
|
Poland
|
4.63
|
|
Austria
|
4.62
|
|
Slovakia
|
4.43
|
|
Bosnia and Herzegovina
|
4.42
|
|
Italy
|
4.27
|
|
Spain
|
4.25
|
Plots
CountryList <- c("United Kingdom","France","Italy","Germany","Belgium","Spain","Greece","Sweden","Norway","Finland")